Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 672 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 84.1 KiB |
| Average record size in memory | 128.2 B |
Variable types
| Numeric | 13 |
|---|---|
| Categorical | 3 |
시간당청색광량 has constant value "0" | Constant |
일간누적청색광량 has constant value "0" | Constant |
DAT is highly overall correlated with 내부온도관측치 and 3 other fields | High correlation |
내부온도관측치 is highly overall correlated with DAT and 6 other fields | High correlation |
내부습도관측치 is highly overall correlated with DAT and 7 other fields | High correlation |
시간당분무량 is highly overall correlated with obs_time and 7 other fields | High correlation |
일간누적분무량 is highly overall correlated with obs_time and 9 other fields | High correlation |
시간당백색광량 is highly overall correlated with obs_time and 9 other fields | High correlation |
일간누적백색광량 is highly overall correlated with obs_time and 7 other fields | High correlation |
시간당적색광량 is highly overall correlated with obs_time and 9 other fields | High correlation |
일간누적적색광량 is highly overall correlated with obs_time and 7 other fields | High correlation |
시간당총광량 is highly overall correlated with obs_time and 9 other fields | High correlation |
일간누적총광량 is highly overall correlated with obs_time and 7 other fields | High correlation |
obs_time is highly overall correlated with 내부습도관측치 and 8 other fields | High correlation |
co2관측치 is highly overall correlated with DAT and 1 other fields | High correlation |
ec관측치 is highly overall correlated with DAT and 3 other fields | High correlation |
obs_time is uniformly distributed | Uniform |
DAT has 24 (3.6%) zeros | Zeros |
ec관측치 has 25 (3.7%) zeros | Zeros |
시간당분무량 has 147 (21.9%) zeros | Zeros |
일간누적분무량 has 22 (3.3%) zeros | Zeros |
시간당백색광량 has 252 (37.5%) zeros | Zeros |
일간누적백색광량 has 168 (25.0%) zeros | Zeros |
시간당적색광량 has 252 (37.5%) zeros | Zeros |
일간누적적색광량 has 168 (25.0%) zeros | Zeros |
시간당총광량 has 252 (37.5%) zeros | Zeros |
일간누적총광량 has 168 (25.0%) zeros | Zeros |
Reproduction
| Analysis started | 2022-11-23 12:43:36.897630 |
|---|---|
| Analysis finished | 2022-11-23 12:43:56.442183 |
| Duration | 19.54 seconds |
| Software version | pandas-profiling vv3.5.0 |
| Download configuration | config.json |
| Distinct | 28 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.5 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 24 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 6.75 |
| median | 13.5 |
| Q3 | 20.25 |
| 95-th percentile | 26 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 13.5 |
Descriptive statistics
| Standard deviation | 8.0837642 |
|---|---|
| Coefficient of variation (CV) | 0.59879734 |
| Kurtosis | -1.2030827 |
| Mean | 13.5 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 0 |
| Sum | 9072 |
| Variance | 65.347243 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 0 | 24 | 3.6% |
| 1 | 24 | 3.6% |
| 26 | 24 | 3.6% |
| 25 | 24 | 3.6% |
| 24 | 24 | 3.6% |
| 23 | 24 | 3.6% |
| 22 | 24 | 3.6% |
| 21 | 24 | 3.6% |
| 20 | 24 | 3.6% |
| 19 | 24 | 3.6% |
| Other values (18) | 432 |
| Value | Count | Frequency (%) |
| 0 | 24 | |
| 1 | 24 | |
| 2 | 24 | |
| 3 | 24 | |
| 4 | 24 | |
| 5 | 24 | |
| 6 | 24 | |
| 7 | 24 | |
| 8 | 24 | |
| 9 | 24 |
| Value | Count | Frequency (%) |
| 27 | 24 | |
| 26 | 24 | |
| 25 | 24 | |
| 24 | 24 | |
| 23 | 24 | |
| 22 | 24 | |
| 21 | 24 | |
| 20 | 24 | |
| 19 | 24 | |
| 18 | 24 |
| Distinct | 24 |
|---|---|
| Distinct (%) | 3.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 00:00 | 28 |
|---|---|
| 01:00 | 28 |
| 22:00 | 28 |
| 21:00 | 28 |
| 20:00 | 28 |
| Other values (19) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 3360 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 00:00 |
|---|---|
| 2nd row | 01:00 |
| 3rd row | 02:00 |
| 4th row | 03:00 |
| 5th row | 04:00 |
Common Values
| Value | Count | Frequency (%) |
| 00:00 | 28 | 4.2% |
| 01:00 | 28 | 4.2% |
| 22:00 | 28 | 4.2% |
| 21:00 | 28 | 4.2% |
| 20:00 | 28 | 4.2% |
| 19:00 | 28 | 4.2% |
| 18:00 | 28 | 4.2% |
| 17:00 | 28 | 4.2% |
| 16:00 | 28 | 4.2% |
| 15:00 | 28 | 4.2% |
| Other values (14) | 392 |
Length
| Value | Count | Frequency (%) |
| 00:00 | 28 | 4.2% |
| 01:00 | 28 | 4.2% |
| 02:00 | 28 | 4.2% |
| 03:00 | 28 | 4.2% |
| 04:00 | 28 | 4.2% |
| 05:00 | 28 | 4.2% |
| 06:00 | 28 | 4.2% |
| 07:00 | 28 | 4.2% |
| 08:00 | 28 | 4.2% |
| 09:00 | 28 | 4.2% |
| Other values (14) | 392 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1708 | |
| : | 672 | 20.0% |
| 1 | 364 | 10.8% |
| 2 | 196 | 5.8% |
| 3 | 84 | 2.5% |
| 9 | 56 | 1.7% |
| 8 | 56 | 1.7% |
| 7 | 56 | 1.7% |
| 6 | 56 | 1.7% |
| 5 | 56 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2688 | |
| Other Punctuation | 672 | 20.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1708 | |
| 1 | 364 | 13.5% |
| 2 | 196 | 7.3% |
| 3 | 84 | 3.1% |
| 9 | 56 | 2.1% |
| 8 | 56 | 2.1% |
| 7 | 56 | 2.1% |
| 6 | 56 | 2.1% |
| 5 | 56 | 2.1% |
| 4 | 56 | 2.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 672 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3360 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1708 | |
| : | 672 | 20.0% |
| 1 | 364 | 10.8% |
| 2 | 196 | 5.8% |
| 3 | 84 | 2.5% |
| 9 | 56 | 1.7% |
| 8 | 56 | 1.7% |
| 7 | 56 | 1.7% |
| 6 | 56 | 1.7% |
| 5 | 56 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3360 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1708 | |
| : | 672 | 20.0% |
| 1 | 364 | 10.8% |
| 2 | 196 | 5.8% |
| 3 | 84 | 2.5% |
| 9 | 56 | 1.7% |
| 8 | 56 | 1.7% |
| 7 | 56 | 1.7% |
| 6 | 56 | 1.7% |
| 5 | 56 | 1.7% |
내부온도관측치
Real number (ℝ)
| Distinct | 590 |
|---|---|
| Distinct (%) | 87.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.621507 |
| Minimum | 25.081667 |
|---|---|
| Maximum | 30.918333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 25.081667 |
|---|---|
| 5-th percentile | 25.200917 |
| Q1 | 25.415833 |
| median | 26.088334 |
| Q3 | 27.695 |
| 95-th percentile | 29.168583 |
| Maximum | 30.918333 |
| Range | 5.8366664 |
| Interquartile range (IQR) | 2.279167 |
Descriptive statistics
| Standard deviation | 1.4165925 |
|---|---|
| Coefficient of variation (CV) | 0.053212335 |
| Kurtosis | -0.41631349 |
| Mean | 26.621507 |
| Median Absolute Deviation (MAD) | 0.77250032 |
| Skewness | 0.87246989 |
| Sum | 17889.653 |
| Variance | 2.0067344 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26.58333365 | 3 | 0.4% |
| 25.61500044 | 3 | 0.4% |
| 25.93666643 | 3 | 0.4% |
| 26.10000038 | 3 | 0.4% |
| 25.46166658 | 2 | 0.3% |
| 27.46999989 | 2 | 0.3% |
| 25.33166663 | 2 | 0.3% |
| 25.40166661 | 2 | 0.3% |
| 25.46271185 | 2 | 0.3% |
| 25.47000001 | 2 | 0.3% |
| Other values (580) | 648 |
| Value | Count | Frequency (%) |
| 25.0816666 | 1 | |
| 25.09833333 | 1 | |
| 25.1016667 | 1 | |
| 25.12000008 | 1 | |
| 25.12241377 | 1 | |
| 25.12833325 | 1 | |
| 25.13000002 | 1 | |
| 25.13333321 | 1 | |
| 25.13666652 | 1 | |
| 25.14500052 | 1 |
| Value | Count | Frequency (%) |
| 30.91833302 | 1 | |
| 30.87999954 | 1 | |
| 30.85999947 | 1 | |
| 30.69000018 | 1 | |
| 30.46999989 | 1 | |
| 30.29999943 | 1 | |
| 30.28166641 | 1 | |
| 30.21999985 | 1 | |
| 30.08333365 | 1 | |
| 30.07500029 | 1 |
내부습도관측치
Real number (ℝ)
| Distinct | 608 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80.17399 |
| Minimum | 74.201665 |
|---|---|
| Maximum | 85.366666 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 74.201665 |
|---|---|
| 5-th percentile | 74.807583 |
| Q1 | 76.733333 |
| median | 81.455 |
| Q3 | 82.757084 |
| 95-th percentile | 83.977833 |
| Maximum | 85.366666 |
| Range | 11.165002 |
| Interquartile range (IQR) | 6.0237508 |
Descriptive statistics
| Standard deviation | 3.1651345 |
|---|---|
| Coefficient of variation (CV) | 0.039478321 |
| Kurtosis | -1.2165913 |
| Mean | 80.17399 |
| Median Absolute Deviation (MAD) | 1.8066668 |
| Skewness | -0.53617118 |
| Sum | 53876.922 |
| Variance | 10.018077 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 81.67499987 | 4 | 0.6% |
| 82.06166687 | 3 | 0.4% |
| 81.30000051 | 2 | 0.3% |
| 77.56166687 | 2 | 0.3% |
| 75.9799998 | 2 | 0.3% |
| 76.10666733 | 2 | 0.3% |
| 82.44333318 | 2 | 0.3% |
| 81.18666674 | 2 | 0.3% |
| 80.90333354 | 2 | 0.3% |
| 80.74166654 | 2 | 0.3% |
| Other values (598) | 649 |
| Value | Count | Frequency (%) |
| 74.20166461 | 1 | |
| 74.20666491 | 1 | |
| 74.21166725 | 1 | |
| 74.21333377 | 1 | |
| 74.22333234 | 1 | |
| 74.23499959 | 1 | |
| 74.26833216 | 1 | |
| 74.28666751 | 1 | |
| 74.30666695 | 1 | |
| 74.33499997 | 1 |
| Value | Count | Frequency (%) |
| 85.36666616 | 1 | |
| 84.8549998 | 1 | |
| 84.563333 | 1 | |
| 84.55333303 | 1 | |
| 84.4766669 | 1 | |
| 84.46500028 | 1 | |
| 84.42833341 | 1 | |
| 84.3766669 | 1 | |
| 84.36333377 | 1 | |
| 84.29666723 | 1 |
co2관측치
Real number (ℝ)
| Distinct | 595 |
|---|---|
| Distinct (%) | 88.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 583.11902 |
| Minimum | 464.43333 |
|---|---|
| Maximum | 1264.3667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 464.43333 |
|---|---|
| 5-th percentile | 490.8325 |
| Q1 | 530.69608 |
| median | 556.23333 |
| Q3 | 588.17083 |
| 95-th percentile | 815.56833 |
| Maximum | 1264.3667 |
| Range | 799.93333 |
| Interquartile range (IQR) | 57.474755 |
Descriptive statistics
| Standard deviation | 108.55757 |
|---|---|
| Coefficient of variation (CV) | 0.18616709 |
| Kurtosis | 11.9311 |
| Mean | 583.11902 |
| Median Absolute Deviation (MAD) | 28.191667 |
| Skewness | 3.1230028 |
| Sum | 391855.98 |
| Variance | 11784.747 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 524.9 | 4 | 0.6% |
| 517.6666667 | 3 | 0.4% |
| 558.7666667 | 2 | 0.3% |
| 544.1333333 | 2 | 0.3% |
| 559.7 | 2 | 0.3% |
| 564.4333333 | 2 | 0.3% |
| 565.3166667 | 2 | 0.3% |
| 565.8833333 | 2 | 0.3% |
| 568.4666667 | 2 | 0.3% |
| 564.0833333 | 2 | 0.3% |
| Other values (585) | 649 |
| Value | Count | Frequency (%) |
| 464.4333333 | 1 | |
| 465.3166667 | 1 | |
| 468.8166667 | 1 | |
| 472.1666667 | 1 | |
| 473.6333333 | 1 | |
| 474.2166667 | 1 | |
| 474.5166667 | 1 | |
| 475.5833333 | 1 | |
| 475.9666667 | 1 | |
| 476.6666667 | 1 |
| Value | Count | Frequency (%) |
| 1264.366667 | 1 | |
| 1225.066667 | 1 | |
| 1220.583333 | 1 | |
| 1217.5 | 1 | |
| 1173.266667 | 1 | |
| 1077.85 | 1 | |
| 1068.566667 | 1 | |
| 1043.066667 | 1 | |
| 1015.65 | 1 | |
| 1013.566667 | 1 |
| Distinct | 589 |
|---|---|
| Distinct (%) | 87.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3582882 |
| Minimum | 0 |
|---|---|
| Maximum | 1.6863771 |
| Zeros | 25 |
| Zeros (%) | 3.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.38034774 |
| Q1 | 1.3987941 |
| median | 1.4293951 |
| Q3 | 1.4427631 |
| 95-th percentile | 1.598219 |
| Maximum | 1.6863771 |
| Range | 1.6863771 |
| Interquartile range (IQR) | 0.043969004 |
Descriptive statistics
| Standard deviation | 0.32515905 |
|---|---|
| Coefficient of variation (CV) | 0.23938884 |
| Kurtosis | 11.727682 |
| Mean | 1.3582882 |
| Median Absolute Deviation (MAD) | 0.022127035 |
| Skewness | -3.5512698 |
| Sum | 912.7697 |
| Variance | 0.10572841 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25 | 3.7% |
| 1.396299801 | 3 | 0.4% |
| 1.4097742 | 2 | 0.3% |
| 1.393881486 | 2 | 0.3% |
| 1.41359761 | 2 | 0.3% |
| 1.413420808 | 2 | 0.3% |
| 1.413755387 | 2 | 0.3% |
| 1.407417979 | 2 | 0.3% |
| 1.40673272 | 2 | 0.3% |
| 1.395641418 | 2 | 0.3% |
| Other values (579) | 628 |
| Value | Count | Frequency (%) |
| 0 | 25 | |
| 0.000810324 | 1 | 0.1% |
| 0.012939885 | 1 | 0.1% |
| 0.01885271 | 1 | 0.1% |
| 0.039426017 | 1 | 0.1% |
| 0.088223923 | 1 | 0.1% |
| 0.151125212 | 1 | 0.1% |
| 0.214836823 | 1 | 0.1% |
| 0.283790213 | 1 | 0.1% |
| 0.34174094 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1.68637706 | 1 | |
| 1.685202825 | 1 | |
| 1.684601037 | 1 | |
| 1.683984536 | 1 | |
| 1.68320662 | 1 | |
| 1.683191933 | 1 | |
| 1.682487402 | 1 | |
| 1.68223786 | 1 | |
| 1.678039996 | 1 | |
| 1.677085904 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 166.63129 |
| Minimum | 0 |
|---|---|
| Maximum | 252 |
| Zeros | 147 |
| Zeros (%) | 21.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 119.57 |
| median | 245.57 |
| Q3 | 252 |
| 95-th percentile | 252 |
| Maximum | 252 |
| Range | 252 |
| Interquartile range (IQR) | 132.43 |
Descriptive statistics
| Standard deviation | 101.00183 |
|---|---|
| Coefficient of variation (CV) | 0.60613963 |
| Kurtosis | -1.1227612 |
| Mean | 166.63129 |
| Median Absolute Deviation (MAD) | 6.43 |
| Skewness | -0.70516924 |
| Sum | 111976.23 |
| Variance | 10201.37 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 252 | 187 | |
| 0 | 147 | |
| 126 | 108 | |
| 245.57 | 51 | 7.6% |
| 245.57 | 50 | 7.4% |
| 245.57 | 27 | 4.0% |
| 245.57 | 15 | 2.2% |
| 119.57 | 14 | 2.1% |
| 119.57 | 12 | 1.8% |
| 252 | 6 | 0.9% |
| Other values (22) | 55 | 8.2% |
| Value | Count | Frequency (%) |
| 0 | 147 | |
| 74.56 | 1 | 0.1% |
| 119.57 | 5 | 0.7% |
| 119.57 | 1 | 0.1% |
| 119.57 | 14 | 2.1% |
| 119.57 | 12 | 1.8% |
| 119.57 | 1 | 0.1% |
| 126 | 108 | |
| 126 | 2 | 0.3% |
| 155.55 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 252 | 2 | 0.3% |
| 252 | 6 | 0.9% |
| 252 | 5 | 0.7% |
| 252 | 187 | |
| 252 | 4 | 0.6% |
| 252 | 3 | 0.4% |
| 245.57 | 50 | 7.4% |
| 245.57 | 15 | 2.2% |
| 245.57 | 51 | 7.6% |
| 245.57 | 27 | 4.0% |
| Distinct | 241 |
|---|---|
| Distinct (%) | 35.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1967.4066 |
| Minimum | 0 |
|---|---|
| Maximum | 4125.85 |
| Zeros | 22 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 119.57 |
| Q1 | 462.855 |
| median | 1877.14 |
| Q3 | 3376.28 |
| 95-th percentile | 3974.13 |
| Maximum | 4125.85 |
| Range | 4125.85 |
| Interquartile range (IQR) | 2913.425 |
Descriptive statistics
| Standard deviation | 1416.5961 |
|---|---|
| Coefficient of variation (CV) | 0.72003221 |
| Kurtosis | -1.4988382 |
| Mean | 1967.4066 |
| Median Absolute Deviation (MAD) | 1499.14 |
| Skewness | 0.059602152 |
| Sum | 1322097.2 |
| Variance | 2006744.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 126 | 44 | 6.5% |
| 252 | 38 | 5.7% |
| 0 | 22 | 3.3% |
| 378 | 16 | 2.4% |
| 245.57 | 16 | 2.4% |
| 119.57 | 14 | 2.1% |
| 371.57 | 12 | 1.8% |
| 623.57 | 10 | 1.5% |
| 869.14 | 8 | 1.2% |
| 3696.41 | 7 | 1.0% |
| Other values (231) | 485 |
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 119.57 | 14 | 2.1% |
| 126 | 44 | |
| 239.14 | 2 | 0.3% |
| 245.57 | 16 | 2.4% |
| 252 | 38 | |
| 326.56 | 2 | 0.3% |
| 365.14 | 2 | 0.3% |
| 371.57 | 12 | 1.8% |
| 378 | 16 | 2.4% |
| Value | Count | Frequency (%) |
| 4125.85 | 2 | |
| 4119.42 | 1 | 0.1% |
| 4106.56 | 2 | |
| 4093.7 | 1 | 0.1% |
| 4074.41 | 2 | |
| 4048.69 | 2 | |
| 4035.83 | 2 | |
| 4029.4 | 2 | |
| 4012.71 | 2 | |
| 3999.85 | 3 |
| Distinct | 41 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10648.69 |
| Minimum | 0 |
|---|---|
| Maximum | 18564.6 |
| Zeros | 252 |
| Zeros (%) | 37.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 18255.19 |
| Q3 | 18255.19 |
| 95-th percentile | 18255.19 |
| Maximum | 18564.6 |
| Range | 18564.6 |
| Interquartile range (IQR) | 18255.19 |
Descriptive statistics
| Standard deviation | 8939.2449 |
|---|---|
| Coefficient of variation (CV) | 0.83946894 |
| Kurtosis | -1.8882376 |
| Mean | 10648.69 |
| Median Absolute Deviation (MAD) | 3.092282 × 10-11 |
| Skewness | -0.33893663 |
| Sum | 7155920 |
| Variance | 79910099 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18255.19 | 286 | |
| 0 | 252 | |
| 18255.19 | 22 | 3.3% |
| 18255.19 | 18 | 2.7% |
| 17945.78 | 16 | 2.4% |
| 18255.19 | 10 | 1.5% |
| 18255.19 | 9 | 1.3% |
| 928.23 | 8 | 1.2% |
| 17636.37 | 5 | 0.7% |
| 618.82 | 4 | 0.6% |
| Other values (31) | 42 | 6.2% |
| Value | Count | Frequency (%) |
| 0 | 252 | |
| 309.41 | 1 | 0.1% |
| 485.7737 | 1 | 0.1% |
| 513.6206 | 2 | 0.3% |
| 550.7498 | 1 | 0.1% |
| 618.82 | 4 | 0.6% |
| 724.0194 | 1 | 0.1% |
| 894.1949 | 1 | 0.1% |
| 928.23 | 4 | 0.6% |
| 928.23 | 8 | 1.2% |
| Value | Count | Frequency (%) |
| 18564.6 | 3 | 0.4% |
| 18564.6 | 1 | 0.1% |
| 18255.19 | 9 | 1.3% |
| 18255.19 | 1 | 0.1% |
| 18255.19 | 286 | |
| 18255.19 | 10 | 1.5% |
| 18255.19 | 22 | 3.3% |
| 18255.19 | 18 | 2.7% |
| 17945.78 | 1 | 0.1% |
| 17945.78 | 16 | 2.4% |
| Distinct | 258 |
|---|---|
| Distinct (%) | 38.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 122001.38 |
| Minimum | 0 |
|---|---|
| Maximum | 256324.53 |
| Zeros | 168 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12763.162 |
| median | 117885.21 |
| Q3 | 223027.37 |
| 95-th percentile | 255708.8 |
| Maximum | 256324.53 |
| Range | 256324.53 |
| Interquartile range (IQR) | 210264.21 |
Descriptive statistics
| Standard deviation | 99907.825 |
|---|---|
| Coefficient of variation (CV) | 0.81890736 |
| Kurtosis | -1.5655672 |
| Mean | 122001.38 |
| Median Absolute Deviation (MAD) | 109376.43 |
| Skewness | 0.079195764 |
| Sum | 81984925 |
| Variance | 9.9815735 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 168 | 25.0% |
| 254953.84 | 13 | 1.9% |
| 255572.66 | 12 | 1.8% |
| 255263.25 | 10 | 1.5% |
| 256324.5263 | 8 | 1.2% |
| 255829.4703 | 8 | 1.2% |
| 255467.4606 | 8 | 1.2% |
| 127167.51 | 7 | 1.0% |
| 163677.89 | 7 | 1.0% |
| 181933.08 | 7 | 1.0% |
| Other values (248) | 424 |
| Value | Count | Frequency (%) |
| 0 | 168 | |
| 17017.55 | 1 | 0.1% |
| 17097.9966 | 1 | 0.1% |
| 17240.3252 | 1 | 0.1% |
| 17314.5836 | 1 | 0.1% |
| 17326.96 | 4 | 0.6% |
| 17376.4656 | 1 | 0.1% |
| 17413.5948 | 1 | 0.1% |
| 17422.8771 | 1 | 0.1% |
| 17463.1004 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 256324.5263 | 8 | |
| 256163.6331 | 4 | 0.6% |
| 255829.4703 | 8 | |
| 255795.4352 | 4 | 0.6% |
| 255767.5883 | 4 | 0.6% |
| 255724.2709 | 4 | 0.6% |
| 255708.8004 | 4 | 0.6% |
| 255677.8594 | 4 | 0.6% |
| 255597.4128 | 4 | 0.6% |
| 255572.66 | 12 |
| Distinct | 37 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 569.53685 |
| Minimum | 0 |
|---|---|
| Maximum | 992.88 |
| Zeros | 252 |
| Zeros (%) | 37.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 976.332 |
| Q3 | 976.332 |
| 95-th percentile | 976.332 |
| Maximum | 992.88 |
| Range | 992.88 |
| Interquartile range (IQR) | 976.332 |
Descriptive statistics
| Standard deviation | 478.06207 |
|---|---|
| Coefficient of variation (CV) | 0.83938742 |
| Kurtosis | -1.8881904 |
| Mean | 569.53685 |
| Median Absolute Deviation (MAD) | 2.0463631 × 10-12 |
| Skewness | -0.3389416 |
| Sum | 382728.76 |
| Variance | 228543.34 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 252 | |
| 976.332 | 196 | |
| 976.332 | 77 | 11.5% |
| 976.332 | 51 | 7.6% |
| 976.332 | 21 | 3.1% |
| 959.784 | 9 | 1.3% |
| 959.784 | 9 | 1.3% |
| 49.644 | 7 | 1.0% |
| 33.096 | 6 | 0.9% |
| 926.688 | 5 | 0.7% |
| Other values (27) | 39 | 5.8% |
| Value | Count | Frequency (%) |
| 0 | 252 | |
| 21.5124 | 1 | 0.1% |
| 26.4768 | 2 | 0.3% |
| 33.096 | 6 | 0.9% |
| 43.0248 | 2 | 0.3% |
| 46.3344 | 2 | 0.3% |
| 49.644 | 3 | 0.4% |
| 49.644 | 7 | 1.0% |
| 56.2632 | 2 | 0.3% |
| 66.192 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 992.88 | 2 | 0.3% |
| 992.88 | 1 | 0.1% |
| 992.88 | 1 | 0.1% |
| 976.332 | 1 | 0.1% |
| 976.332 | 196 | |
| 976.332 | 77 | 11.5% |
| 976.332 | 51 | 7.6% |
| 976.332 | 21 | 3.1% |
| 959.784 | 9 | 1.3% |
| 959.784 | 9 | 1.3% |
| Distinct | 251 |
|---|---|
| Distinct (%) | 37.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6524.9306 |
| Minimum | 0 |
|---|---|
| Maximum | 13708.363 |
| Zeros | 168 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 682.605 |
| median | 6303.9606 |
| Q3 | 11927.798 |
| 95-th percentile | 13675.267 |
| Maximum | 13708.363 |
| Range | 13708.363 |
| Interquartile range (IQR) | 11245.193 |
Descriptive statistics
| Standard deviation | 5343.406 |
|---|---|
| Coefficient of variation (CV) | 0.81892151 |
| Kurtosis | -1.5655411 |
| Mean | 6524.9306 |
| Median Absolute Deviation (MAD) | 5849.718 |
| Skewness | 0.079244731 |
| Sum | 4384753.3 |
| Variance | 28551988 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 168 | |
| 13662.0288 | 16 | 2.4% |
| 13652.1 | 15 | 2.2% |
| 13635.552 | 12 | 1.8% |
| 13657.0644 | 8 | 1.2% |
| 13708.3632 | 8 | 1.2% |
| 13681.8864 | 8 | 1.2% |
| 13668.648 | 8 | 1.2% |
| 7761.012 | 6 | 0.9% |
| 959.784 | 5 | 0.7% |
| Other values (241) | 418 |
| Value | Count | Frequency (%) |
| 0 | 168 | |
| 910.14 | 1 | 0.1% |
| 913.4496 | 1 | 0.1% |
| 920.0688 | 1 | 0.1% |
| 925.0332 | 1 | 0.1% |
| 926.688 | 5 | 0.7% |
| 928.3428 | 1 | 0.1% |
| 929.9976 | 1 | 0.1% |
| 931.6524 | 1 | 0.1% |
| 934.962 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 13708.3632 | 8 | |
| 13698.4344 | 4 | |
| 13696.7796 | 4 | |
| 13683.5412 | 4 | |
| 13681.8864 | 8 | |
| 13678.5768 | 4 | |
| 13675.2672 | 4 | |
| 13671.9576 | 4 | |
| 13670.3028 | 4 | |
| 13668.648 | 8 |
시간당청색광량
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 672 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 672 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 672 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 672 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 672 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 672 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 672 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 672 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 672 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 672 |
일간누적청색광량
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.4 KiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 672 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 672 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 672 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 672 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 672 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 672 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 672 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 672 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 672 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 672 |
| Distinct | 49 |
|---|---|
| Distinct (%) | 7.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11218.227 |
| Minimum | 0 |
|---|---|
| Maximum | 19557.48 |
| Zeros | 252 |
| Zeros (%) | 37.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 19231.522 |
| Q3 | 19231.522 |
| 95-th percentile | 19231.522 |
| Maximum | 19557.48 |
| Range | 19557.48 |
| Interquartile range (IQR) | 19231.522 |
Descriptive statistics
| Standard deviation | 9417.3029 |
|---|---|
| Coefficient of variation (CV) | 0.83946444 |
| Kurtosis | -1.8882384 |
| Mean | 11218.227 |
| Median Absolute Deviation (MAD) | 5.4569682 × 10-11 |
| Skewness | -0.33893616 |
| Sum | 7538648.8 |
| Variance | 88685594 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 252 | |
| 19231.522 | 196 | |
| 19231.522 | 40 | 6.0% |
| 19231.522 | 33 | 4.9% |
| 19231.522 | 31 | 4.6% |
| 19231.522 | 27 | 4.0% |
| 19231.522 | 14 | 2.1% |
| 977.874 | 9 | 1.3% |
| 18905.564 | 8 | 1.2% |
| 19231.522 | 5 | 0.7% |
| Other values (39) | 57 | 8.5% |
| Value | Count | Frequency (%) |
| 0 | 252 | |
| 342.506 | 1 | 0.1% |
| 507.2861 | 1 | 0.1% |
| 540.0974 | 2 | 0.3% |
| 593.7746 | 1 | 0.1% |
| 651.916 | 2 | 0.3% |
| 651.916 | 2 | 0.3% |
| 770.3538 | 1 | 0.1% |
| 940.5293 | 1 | 0.1% |
| 961.326 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 19557.48 | 2 | 0.3% |
| 19557.48 | 2 | 0.3% |
| 19231.522 | 40 | 6.0% |
| 19231.522 | 31 | 4.6% |
| 19231.522 | 33 | 4.9% |
| 19231.522 | 196 | |
| 19231.522 | 5 | 0.7% |
| 19231.522 | 14 | 2.1% |
| 19231.522 | 27 | 4.0% |
| 18905.564 | 5 | 0.7% |
| Distinct | 287 |
|---|---|
| Distinct (%) | 42.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 128526.31 |
| Minimum | 0 |
|---|---|
| Maximum | 270032.89 |
| Zeros | 168 |
| Zeros (%) | 25.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 13445.767 |
| median | 124190 |
| Q3 | 234955.17 |
| 95-th percentile | 269380.76 |
| Maximum | 270032.89 |
| Range | 270032.89 |
| Interquartile range (IQR) | 221509.4 |
Descriptive statistics
| Standard deviation | 105251.23 |
|---|---|
| Coefficient of variation (CV) | 0.81890805 |
| Kurtosis | -1.5655662 |
| Mean | 128526.31 |
| Median Absolute Deviation (MAD) | 115226.15 |
| Skewness | 0.0791981 |
| Sum | 86369678 |
| Variance | 1.1077821 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 168 | 25.0% |
| 268915.35 | 10 | 1.5% |
| 269511.3567 | 8 | 1.2% |
| 268589.392 | 8 | 1.2% |
| 269129.4894 | 8 | 1.2% |
| 270032.8895 | 8 | 1.2% |
| 269241.308 | 8 | 1.2% |
| 210568.868 | 5 | 0.7% |
| 268605.94 | 5 | 0.7% |
| 229800.39 | 5 | 0.7% |
| Other values (277) | 439 |
| Value | Count | Frequency (%) |
| 0 | 168 | |
| 17927.69 | 1 | 0.1% |
| 18011.4462 | 1 | 0.1% |
| 18160.394 | 1 | 0.1% |
| 18239.6168 | 1 | 0.1% |
| 18253.648 | 4 | 0.6% |
| 18321.3564 | 1 | 0.1% |
| 18341.9376 | 1 | 0.1% |
| 18362.8035 | 1 | 0.1% |
| 18393.098 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 270032.8895 | 8 | |
| 269860.4127 | 4 | |
| 269511.3567 | 8 | |
| 269457.464 | 4 | |
| 269431.2719 | 4 | |
| 269399.5381 | 4 | |
| 269380.758 | 4 | |
| 269376.2938 | 4 | |
| 269264.406 | 4 | |
| 269243.8248 | 4 |
Auto
The auto setting is an interpretable pairwise column metric of the following mapping:- Variable_type-Variable_type : Method, Range
- Categorical-Categorical : Cramer's V, [0,1]
- Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
- Numerical-Numerical : Spearman's ρ, [-1,1]
This configuration uses the recommended metric for each pair of columns.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.| DAT | obs_time | 내부온도관측치 | 내부습도관측치 | co2관측치 | ec관측치 | 시간당분무량 | 일간누적분무량 | 시간당백색광량 | 일간누적백색광량 | 시간당적색광량 | 일간누적적색광량 | 시간당청색광량 | 일간누적청색광량 | 시간당총광량 | 일간누적총광량 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 00:00 | 25.300000 | 81.835000 | 536.016667 | 1.407439 | 0.00 | 0.00 | 0.00 | 0.00 | 0.000 | 0.000 | 0 | 0 | 0.000 | 0.000 |
| 1 | 0 | 01:00 | 25.680357 | 81.264286 | 528.696429 | 1.409003 | 126.00 | 126.00 | 0.00 | 0.00 | 0.000 | 0.000 | 0 | 0 | 0.000 | 0.000 |
| 2 | 0 | 02:00 | 25.273333 | 81.471666 | 532.833333 | 1.406913 | 0.00 | 126.00 | 0.00 | 0.00 | 0.000 | 0.000 | 0 | 0 | 0.000 | 0.000 |
| 3 | 0 | 03:00 | 25.355000 | 81.398334 | 545.566667 | 1.406689 | 126.00 | 252.00 | 0.00 | 0.00 | 0.000 | 0.000 | 0 | 0 | 0.000 | 0.000 |
| 4 | 0 | 04:00 | 25.391667 | 81.483333 | 558.583333 | 1.411070 | 0.00 | 252.00 | 0.00 | 0.00 | 0.000 | 0.000 | 0 | 0 | 0.000 | 0.000 |
| 5 | 0 | 05:00 | 25.375000 | 81.506666 | 571.483333 | 1.409658 | 119.57 | 371.57 | 0.00 | 0.00 | 0.000 | 0.000 | 0 | 0 | 0.000 | 0.000 |
| 6 | 0 | 06:00 | 26.436667 | 76.570000 | 575.083333 | 1.404834 | 252.00 | 623.57 | 17636.37 | 17636.37 | 959.784 | 959.784 | 0 | 0 | 18596.154 | 18596.154 |
| 7 | 0 | 07:00 | 26.960000 | 75.783334 | 574.550000 | 1.400731 | 239.14 | 862.71 | 18255.19 | 35891.56 | 976.332 | 1936.116 | 0 | 0 | 19231.522 | 37827.676 |
| 8 | 0 | 08:00 | 27.128334 | 75.568333 | 570.500000 | 1.398819 | 245.57 | 1108.28 | 18255.19 | 54146.75 | 976.332 | 2912.448 | 0 | 0 | 19231.522 | 57059.198 |
| 9 | 0 | 09:00 | 27.366666 | 75.541666 | 568.100000 | 1.396300 | 252.00 | 1360.28 | 18255.19 | 72401.94 | 976.332 | 3888.780 | 0 | 0 | 19231.522 | 76290.720 |
| DAT | obs_time | 내부온도관측치 | 내부습도관측치 | co2관측치 | ec관측치 | 시간당분무량 | 일간누적분무량 | 시간당백색광량 | 일간누적백색광량 | 시간당적색광량 | 일간누적적색광량 | 시간당청색광량 | 일간누적청색광량 | 시간당총광량 | 일간누적총광량 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 662 | 27 | 14:00 | 30.281666 | 83.190000 | 495.500000 | 0.0 | 252.00 | 2391.40 | 18255.19 | 163368.48 | 976.332 | 8737.344 | 0 | 0 | 19231.522 | 172105.824 |
| 663 | 27 | 15:00 | 30.470000 | 82.856667 | 485.633333 | 0.0 | 252.00 | 2643.40 | 18255.19 | 181623.67 | 976.332 | 9713.676 | 0 | 0 | 19231.522 | 191337.346 |
| 664 | 27 | 16:00 | 30.690000 | 83.160000 | 477.566667 | 0.0 | 245.57 | 2888.97 | 18255.19 | 199878.86 | 976.332 | 10690.008 | 0 | 0 | 19231.522 | 210568.868 |
| 665 | 27 | 17:00 | 30.859999 | 82.635000 | 468.816667 | 0.0 | 245.57 | 3134.54 | 18255.19 | 218134.05 | 976.332 | 11666.340 | 0 | 0 | 19231.522 | 229800.390 |
| 666 | 27 | 18:00 | 30.918333 | 82.628334 | 465.316667 | 0.0 | 252.00 | 3386.54 | 18255.19 | 236389.24 | 976.332 | 12642.672 | 0 | 0 | 19231.522 | 249031.912 |
| 667 | 27 | 19:00 | 30.880000 | 82.255000 | 464.433333 | 0.0 | 252.00 | 3638.54 | 18255.19 | 254644.43 | 976.332 | 13619.004 | 0 | 0 | 19231.522 | 268263.434 |
| 668 | 27 | 20:00 | 29.068333 | 82.506667 | 534.633333 | 0.0 | 126.00 | 3764.54 | 618.82 | 255263.25 | 33.096 | 13652.100 | 0 | 0 | 651.916 | 268915.350 |
| 669 | 27 | 21:00 | 28.246667 | 82.835000 | 563.433333 | 0.0 | 0.00 | 3764.54 | 0.00 | 255263.25 | 0.000 | 13652.100 | 0 | 0 | 0.000 | 268915.350 |
| 670 | 27 | 22:00 | 28.005000 | 82.850000 | 577.150000 | 0.0 | 126.00 | 3890.54 | 0.00 | 255263.25 | 0.000 | 13652.100 | 0 | 0 | 0.000 | 268915.350 |
| 671 | 27 | 23:00 | 27.868333 | 82.453333 | 588.616667 | 0.0 | 0.00 | 3890.54 | 0.00 | 255263.25 | 0.000 | 13652.100 | 0 | 0 | 0.000 | 268915.350 |